Prof. Ming-Yen Lin’s Team – A Prediction Model for Type 2 Diabetes Complications Our research group develops a decision-support prediction model for type 2 diabetes complications using data from over 163,000 Taiwanese patients. Integrating age, HbA1c, and other dynamic factors, the model estimates long-term risks of major complications and mortality, visualizes future trends, and supports personalized care planning to improve disease management and outcomes.

InsAI: Beyond Traditional OCR. InsAI is an intelligent recognition system that allows AI to truly read and understand real-world documents. By utilizing GSS’s proprietary Computer Vision and patented multi-modal retrieval technologies, InsAI transforms document processing. We help enterprises eliminate repetitive manual entry and streamline verification, paving the way for paperless operations and ESG compliance.

Traffic approach warning system is the combination of smart detectors and LED warning signs. The intersection is divided into detection lanes and warning lanes. Smart detectors are installed on the detection lanes. When a vehicle enters the detection area, the signal is transmitted to activate the LED signs on the warning lane to warn drivers to slow down in advance.

Leveraging system development technology and combining it with environmental engineering consulting expertise, EGIT provides comprehensive and convenient climate-change adaptation support systems for various entities, including government agencies, financial institutions, universities, and private organizations. The system encompasses features such as GHG inventory, climate change risk alerts, and asset depreciation assessment. Our expertise assists organizations in addressing climate risks.

Smart Multifunctional Periodontal Pathology Quick Screening System (SMPPQSS) is the first product able to automatically identify the position of teeth and then to calculate the distribution area of dental plaque simultaneously. The system also provides a new painless gingivitis examination method that could relief examining discomfort. Neither the need of the plaque disclosing tablet nor a probe to penetrate into the patient’s periodontal pocket to determine the degree of periodontitis. Once all tooth-related data is automatically filled into the periodontal digits, the medical record sheet is uploaded to the system directly. It shortens the process to less than 10 minutes, greatly reducing the discomfort of patients during the examination as well as shortening the time doctors need to diagnose and record. SMPPQSS is easy to operate and portable. Dentists or dental assistants can check periodontal health quickly with no restriction of facilities, patients can receive a more convenient medical care even in remote rural areas or at home, or with limited mobility.

SOYAL Smart Parking Lighting System integrates RFID and infrared sensing to automatically pre‑light target spaces upon vehicle entry, while dynamic “lights follow the car, off when it passes” guidance ensures safety, efficiency, and energy savings for low‑carbon smart parking. The WEB PLC Air‑Conditioning Control System uses DI sensors to detect occupancy and temperature differences, adjusting indoor climate on demand to optimize building energy performance and support carbon‑reduction goals. The WEB PLC Office Lighting Control System combines card recognition with infrared sensing to maintain uninterrupted lighting when staff are present, then provides a five‑minute buffer before shutdown after work hours, with secondary detection to confirm departure. This precise energy management maximizes the value of every kilowatt. Together, these three systems highlight the advantages of smart building automation—delivering comfort, safety, and sustainability.

The Dragonwing IQ9 Series delivers industry leading AI performance, built in safety features, and design flexibility to meet the demands of advanced industrial workloads. Even in extreme environments, it provides high compute, power efficient processing for heavy, mission critical tasks. The Dragonwing IQ9 series delivers up to 100 TOPS of on-device AI performance, capable of running Llama2 13B models and generating up to 12 tokens per second. Its industrial-grade safety features and ECC memory ensure stable and secure operation in harsh environments ranging from −40°C to +115°C, providing strong reliability for demanding deployments. Designed with developers in mind, it supports multiple operating systems, including the Qualcomm® Linux® software stack and Ubuntu, offering a flexible and accessible development environment. The platform is well suited for smart cities, large-scale security monitoring, traffic management, and other mission-critical applications. *Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm and Qualcomm Dragonwing are trademarks or registered trademarks of Qualcomm Incorporated.

eLAND specializes in intelligent data enriched with AI analysis, offering solutions through a Software as a Service (SaaS) model. Our product series are as listed below. Cloud Services, including OpView—the largest social listening platform offering business insights in Taiwan; PeopleView—describing the target market with AI while enhancing value of the customer database; and ECView, which monitors products in real-time across global e-commerce websites. For Intelligent Data Solutions, we tailor AI to diverse business needs. This includes AI Search for EC, the next-generation search engine and tagging system specifically designed for e-commerce, and AI Search for KM, which Integrates generative AI, search engine, and NLP technologies to deliver knowledge search and knowledge QA services. Within the Search Engine and NLP, our in-house technology excels in processing billions of unstructured data while maintaining exceptional efficiency, to fulfill customer's needs in digital era.

A large number of commercial data are collected through object sensing technology, and the cloud-based visual interface and telecommunication operation surface data are used to assist enterprises to remotely manage the electricity consumption of buildings, manufacturers, business locations, and various branches in real time.

The Qualcomm Insight Platform (QIP) delivers an end-to-end video intelligence solution powered by Qualcomm Technologies’ industry-leading on-device AI. It provides centralized video intelligence management across diverse sources and leverages real-time edge AI analytics to reduce latency and accelerate decision-making. A built-in multimodal AI engine integrates image, speech, and text capabilities while optimizing performance, security, and total cost of ownership (TCO) for stable and highly scalable deployments. Paired with Innodisk’s edge AI box and IP cameras, QIP enables high-efficiency real-time edge analytics, supporting multimodal AI and natural language search while integrating seamlessly with existing infrastructure. It enhances worker safety, optimizes logistics processes, and strengthens restricted area management, helping organizations improve operational efficiency and risk control. The platform transforms surveillance into actionable security and operational insights with built-in privacy and compliance while ensuring data privacy and regulatory compliance. It is suitable for smart cities, manufacturing, energy and utilities, warehousing and logistics, retail and commercial spaces, healthcare and education, transportation, as well as enterprise and building management scenarios. * Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm is a trademark or registered trademark of Qualcomm Incorporated.

Qualcomm Terrestrial Positioning Service (TPS) provides high-accuracy geolocation and wayfinding capabilities for mobile and industrial devices by leveraging nearby Wi-Fi, cellular base stations, and terrestrial signals such as Bluetooth® Low Energy (BLE), enabling precise positioning virtually anywhere. It offers flexible integration options through software packages and APIs that can be easily incorporated across diverse hardware and platforms. Designed with battery efficiency in mind, intelligent algorithms support always-on or periodic cloud-based location updates, optimizing power consumption for different usage scenarios. TPS also supports offline positioning through token and caching technologies, allowing devices to determine location even without network connectivity. * Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm is a trademark or registered trademark of Qualcomm Incorporated.

Jobdone's "Construction & Manufacturing" module is specifically designed for contractors specializing in system furniture, precast engineering, steel structures, and fencing. Addressing the characteristics of **"in-factory processing and on-site assembly"**, it provides a powerful digital dispatch center to coordinate personnel, equipment, materials, and vehicle dispatch. Through digital work order management, businesses can precisely control every step from shipment to each stage of construction, significantly improving delivery efficiency. Regarding net-zero solutions, this module reduces carbon emissions from redundant vehicle dispatches through precise resource scheduling and replaces paper processing and acceptance forms with digital forms. Combined with phased completion inspections, it effectively reduces material waste caused by construction errors, assisting subcontractors in practicing a circular economy from processing to assembly, and achieving the carbon reduction transformation goals in smart city construction.